TennisEdge's AI model finds no betting value in J. Fearnley vs A. Mannarino (Montreal on 2026-08-03) — the market is efficient, with J. Fearnley favoured at 1.57.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | J. Fearnley | A. Mannarino |
|---|---|---|
| Elo ratings-based, surface-weighted |
50.3% | 49.7% |
| Machine learning 29-feature gradient-boosted model |
58.3% | 41.7% |
| Serve / return point-by-point simulation |
56.1% | 43.9% |
| Blend what the bot actually prices off |
56.6% | 43.4% |
| Market implied de-vigged from the opening odds |
60.2% | 39.8% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| J. Fearnley | hard | 1713 | 72–38 | 110 |
| A. Mannarino | hard | 1711 | 105–111 | 216 |
Our own ratings, computed from match results since 2018. Players with fewer than 5 rated matches are omitted rather than shown at a provisional starting value. Last updated Aug. 1, 2026.
J. Fearnley leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Sept. 13, 2024 | Rennes Challenger Men | hard | J. Fearnley | 2 - 0 |
| W | S. Ofner | 2 - 0 | Aug. 1, 2026 |
| L | A. Michelsen | 2 - 0 | July 26, 2026 |
| W | M. Zheng | 2 - 0 | July 25, 2026 |
| W | J. Wolf | 2 - 1 | July 24, 2026 |
| W | T. Boyer | 2 - 0 | July 23, 2026 |
| L | A. Michelsen | 2 - 0 | July 29, 2026 |
| W | L. Tien | 2 - 0 | July 28, 2026 |
| L | A. Galarneau | 1 - 2 | July 9, 2026 |
| W | R. Bertola | 2 - 0 | July 8, 2026 |
| L | A. De Minaur | 3 - 0 | July 2, 2026 |
All Aug. 3, 2026 results & picks →
J. Fearnley vs A. Mannarino — ATP Montreal R1 (1/64), hard.
MODELS vs MARKET
ELO A 0.503 | ML A 0.583 | model A 0.566 | Pinnacle no-vig A 0.611
Book A 1.57 / B 2.37 | Betfair A 1.56 / B 2.42
Commission-adj eff odds: A 1.532 (imp 0.653) | B 2.349 (imp 0.426)
ML + model + market all lean Fearnley (~0.56–0.61). ELO is the lone
outlier at a coin-flip.
ELO/RANK SANITY (decisive)
Fearnley rank 123 but ELO ~ level with Mannarino (rank 45) = classic
HIGH-ELO / MODEST-RANK divergence. His rating is farmed off Challenger
fields (Bloomfield Hills, Newport, Montreal challenger — opp ELO mostly
1500–1800). So the ELO coin-flip is NOT trustworthy and cannot be leaned
on to manufacture a Mannarino price. Discount ELO; the credible models
(ML 0.583, model 0.566) sit right on the market.
RECENT FORM (last 5)
Fearnley (A): Won Montreal-Final 08-01 vs Ofner 7-6 6-2 (2-set win,
GRIND/title); Lost Bloomfield Final 07-26 vs Michelsen 1881; Won SF
07-25 vs Zheng 1803 6-3 6-4 (DOM over Strong — genuine); Won QF 07-24
vs Wolf 1658 (3-set grind); Won 07-23 vs Boyer 6-4 6-4. Red-hot,
match-sharp — but the field is Challenger-tier.
Mannarino (B): Lost Washington 1/8 07-29 vs Michelsen 1894 6-4 7-6
(competitive); Won 07-28 vs Tien 1928 7-5 6-4 (real Elite win); then
mostly grass/clay losses. Lefty vet, hard court his best surface.
SHAPE / PATH
Fearnley SHARPENING on hard (DOM over Zheng, title 08-01), deep match
play, 4-days-more loaded (612 vs 202 min/14d). Age 25 recovers fast;
2-set win yesterday = ~neutral (no 3-set hangover haircut). Market over-
prices the "tired" story — no drift here to exploit.
Mannarino rested 4 days (last 07-29), not rusty; one strong hard result
(Tien) but thin sample.
FATIGUE
Fearnley heavier cumulative load but only a 2-set win yesterday + age 25
→ cumulative minutes = context, not an edge. Roughly equal for betting.
NARRATIVE
No let-down trigger vs the staked side. No surface transition (both on
hard). Venue: Fearnley match-sharp in-city, amplifies nothing decisive.
GATES
G1 edge-origin: FAIL — no side clears 5% exchange edge pre-narrative.
Fearnley ~0.56 < 0.653 needed; Mannarino ~0.44 vs 0.426 imp = ~1.4%.
G2 consensus: n/a (stake-tier only) — ML+model+market consensus on
Fearnley; ELO outlier is contaminated (farmed).
G3 fatal-risk: n/a (ML, no margin bet).
MARKET CHOICE
alt_markets: handicap/totals/model null; only Betfair ML available.
AH: not quoted. No margin read available.
Best expression would be ML; neither side clears its min bar. No edge.
VERDICT: PASS. Credible models sit on the market; the only disagreement
(ELO coin-flip) comes from a farmed Challenger rating and is discounted.
Efficiently priced — no stake.